Glassdoor Scrapers & Data Tools

Job Market Scrapers

Glassdoor Company Reviews Scraper

Scrape Glassdoor reviews: pros, cons, six sub-ratings, recommend rate and CEO approval. First page per company without login. $2.50 per 1,000.

20 use cases

Deloitte Glassdoor Reviews vs PwC, EY and KPMG

The Big 4 side by side. Deloitte, PwC, EY and KPMG employee ratings with pros, cons, job title and the work-life balance sub-rating on every row.

Google Glassdoor Reviews vs Meta, Apple, Amazon, Netflix

Ratings and written pros and cons across Google, Meta, Apple, Amazon and Netflix, with job title, location and sub-ratings on each row.

Company Culture Data from Glassdoor for Diligence

Read a target employee reviews before the deal closes. Sub-ratings cover work-life balance, career growth, pay and senior leadership, where reviewers set them.

Intel Glassdoor Reviews - Watch Morale Month to Month

Re-run and compare. Falling ratings and restructuring talk show up in reviews early. The business outlook flag is there when the reviewer chose to set it.

Why Employees Quit - Read a Rival Glassdoor Cons

The cons field is where people say what actually drove them out, which is the part worth answering in a pitch. Reviews are anonymous, so no names or contacts.

McKinsey Glassdoor Reviews vs BCG and Bain

Hours, culture and management at McKinsey, BCG and Bain, straight from employee reviews. Each row carries six sub-ratings beside the written pros and cons.

Glassdoor CEO Approval and Leadership Ratings

Track the CEO approval flag, recommend-to-a-friend and senior leadership score across a company latest reviews. Reviewers skip these, so some rows are null.

Goldman Sachs Glassdoor Reviews for Interview Prep

Read what current and former staff say before you go in. This returns reviews only, so Glassdoor interview questions and difficulty scores are not included.

Walmart Glassdoor Reviews vs Target, Costco, Amazon

Pay, hours and management across Walmart, Target, Costco and Amazon as their own staff rate them. One row per review with pros, cons and job title.

Glassdoor Reviews Dataset for Sentiment Models

Star rating next to free-text pros and cons, one row per review, ready to train on. Glassdoor caps signed-out reads at page one, so get breadth from many firms.

Delta Glassdoor Reviews vs United, American, Southwest

Cabin crew and ground staff ratings for Delta, United, American and Southwest, with the pros and cons text each reviewer wrote. One row per review.

JPMorgan Glassdoor Reviews vs Goldman, Morgan Stanley

Weighing bank offers? Culture, hours and management ratings for JPMorgan, Goldman Sachs and Morgan Stanley, one row per review with the pros and cons text.

OpenAI Glassdoor Reviews, Plus Anthropic and xAI

What people say about working at OpenAI, Anthropic and xAI: rating, pros, cons and job title per review. Newest page per company, not the full history.

Kaiser Permanente Glassdoor Reviews, HCA and CVS

How healthcare staff rate Kaiser Permanente, HCA Healthcare and CVS Health, with the pros and cons they wrote plus the pay and culture sub-scores.

Glassdoor Scraper - Reviews from Company URLs

Paste exact Glassdoor company URLs and get one row per review, no name-matching guesswork. Cloudflare often beats datacenter IPs, so bring your own proxy.

Spotify Glassdoor Reviews - A 25-Review Sample

A cheap first read on an employer before you apply. It asks for 25, though signed-out Glassdoor usually hands back fewer than that from page one.

Netflix Employee Reviews Scraped from Glassdoor

No URL needed, type a company name and it resolves the employer page first. Name matching can land on the wrong company, so a Glassdoor URL is the exact route.

Glassdoor Reviews by Company - Benchmark Employers

Pass a list of company names and get every one of them back with reviews, rating and pros/cons in a single dataset. Works best as many firms, few reviews each.